--- title: Encrypted Anonymization Using Fully Homomorphic Encryption emoji: 🕵️‍♂️ 🔒 colorFrom: blue colorTo: purple sdk: gradio sdk_version: 3.40.0 app_file: app.py pinned: true tags: - FHE - PPML - privacy - privacy preserving machine learning - data anonymization - homomorphic encryption - security python_version: 3.10 --- # Data Anonymization using FHE ## Run the application locally ### Install the dependencies First, create a virtual env and activate it: ```bash python3 -m venv .venv source .venv/bin/activate ``` Then, install the required packages: ```python pip3 install pip --upgrade pip3 install -U pip wheel setuptools --ignore-installed pip3 install -r requirements.txt --ignore-installed ``` The above steps should only be done once. ## Run the app In a terminal, run: ```bash source .venv/bin/activate python3 app.py ``` ## Interact with the application Open the given URL link (search for a line like `Running on local URL: http://127.0.0.1:8888/`).